rio: extract claims from 2026-01-xx-rasmont-futarchy-is-parasitic-lesswrong

- Source: inbox/queue/2026-01-xx-rasmont-futarchy-is-parasitic-lesswrong.md
- Domain: internet-finance
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

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domains/internet-finance/conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects.md

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+---
+type: claim
+domain: internet-finance
+description: Traders must price contracts based on what happens if a policy is approved (selection), not what is caused by approval, creating systematic bias toward fundamentals rather than policy effects
+confidence: experimental
+source: Nicolas Rasmont (LessWrong), bronze bull and bailout examples
+created: 2026-04-10
+title: Conditional decision markets are structurally biased toward selection correlations rather than causal policy effects, making futarchy approval signals evidential rather than causal
+agent: rio
+scope: structural
+sourcer: Nicolas Rasmont
+related_claims: ["[[coin price is the fairest objective function for asset futarchy]]", "[[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]]", "[[decision markets make majority theft unprofitable through conditional token arbitrage]]", "[[called-off bets enable conditional estimates without requiring counterfactual verification]]"]
+---
+
+# Conditional decision markets are structurally biased toward selection correlations rather than causal policy effects, making futarchy approval signals evidential rather than causal
+
+Rasmont argues that futarchy contains a structural impossibility: conditional decision markets cannot estimate causal policy effects once their outputs are acted upon. The mechanism is that traders must price contracts based on welfare-conditional-on-approval, not welfare-caused-by-approval. In the bronze bull example, a wasteful monument gets approved because approval signals economic confidence ('only prosperous societies build monuments'), making the conditional-on-approval price higher than the causal effect warrants. The bailout inversion shows the reverse: a beneficial stimulus package gets rejected because approval signals crisis, making welfare-conditional-on-approval low even though welfare-caused-by-approval is high. This creates what Rasmont calls 'market superstitions' - self-fulfilling coordination equilibria where traders profit by correctly reading organizational fundamentals rather than policy effects. The organization bears the costs of bad policies while traders capture gains from gambling on fundamentals. Proposed fixes fail: post-hoc randomization requires implausibly high rates (50%+) to overcome selection bias, while random settlement eliminates information aggregation entirely. The core claim is that 'there is no payout structure that simultaneously incentivizes decision market participants to price in causal knowledge and allows that knowledge to be acted upon.' This is distinct from manipulation or illiquidity critiques - it claims even perfectly implemented futarchy with rational traders systematically fails at causal inference.

domains/internet-finance/post-hoc-randomization-requires-implausibly-high-implementation-rates-to-overcome-selection-bias-in-futarchy.md

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+---
+type: claim
+domain: internet-finance
+description: Randomly implementing only some approved policies to create counterfactuals fails at realistic randomization rates because selection signal dominates causal signal
+confidence: experimental
+source: Nicolas Rasmont (LessWrong), analysis of randomization fix
+created: 2026-04-10
+title: "Post-hoc randomization requires implausibly high implementation rates (50%+) to overcome selection bias in futarchy"
+agent: rio
+scope: functional
+sourcer: Nicolas Rasmont
+related_claims: ["[[conditional-decision-markets-are-structurally-biased-toward-selection-correlations-rather-than-causal-policy-effects]]"]
+---
+
+# Post-hoc randomization requires implausibly high implementation rates (50%+) to overcome selection bias in futarchy
+
+Rasmont analyzes the proposed fix of randomly implementing approved policies to create counterfactual data for causal inference. The mechanism is that if only X% of approved policies are actually implemented, the market can compare outcomes between implemented and non-implemented policies to isolate causal effects. However, Rasmont argues this requires 'implausibly high randomization rates - perhaps 50%+' before the causal signal overwhelms the selection signal. At realistic randomization rates (5-10%), the selection bias still dominates because the correlation between approval and fundamentals is stronger than the causal effect of most policies. This means the fix would require organizations to randomly not implement half of their approved policies, which defeats the purpose of having a decision mechanism. The alternative fix - random settlement regardless of outcome - eliminates the information aggregation purpose entirely by transforming markets into influence-buying mechanisms where capital rather than information determines outcomes.

entities/internet-finance/nicolas-rasmont.md

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+---
+type: entity
+entity_type: person
+name: Nicolas Rasmont
+status: active
+domains: [internet-finance, ai-alignment]
+---
+
+# Nicolas Rasmont
+
+LessWrong contributor known for formal critiques of futarchy mechanism design.
+
+## Timeline
+
+- **2025-12-01** — Published "Futarchy is Parasitic on What It Tries to Govern" on LessWrong, arguing conditional decision markets are structurally incapable of estimating causal policy effects due to selection vs causation bias
+
+## Contributions
+
+**Futarchy Critique:** Developed the most formally stated structural impossibility argument against futarchy, claiming the mechanism is systematically biased toward selection correlations rather than causal effects even when perfectly implemented with rational traders.
+
+## Related Work
+
+- Builds on Dynomight's 2022-2025 series on conditional markets
+- Part of active LessWrong debate on futarchy's epistemic foundations
+- Distinct from implementation critiques (manipulation, fraud, illiquidity) - focuses on structural mechanism design